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Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks

Oct 16, 2020
Kishan KC, Rui Li, Feng Cui, Anne Haake


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Interpretable Structured Learning with Sparse Gated Sequence Encoder for Protein-Protein Interaction Prediction

Oct 16, 2020
Kishan KC, Feng Cui, Anne Haake, Rui Li


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Contrastive Rendering for Ultrasound Image Segmentation

Oct 10, 2020
Haoming Li, Xin Yang, Jiamin Liang, Wenlong Shi, Chaoyu Chen, Haoran Dou, Rui Li, Rui Gao, Guangquan Zhou, Jinghui Fang, Xiaowen Liang, Ruobing Huang, Alejandro Frangi, Zhiyi Chen, Dong Ni

* 10 pages, 5 figures, 2 tables, 13 references 

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Multi-Attention-Network for Semantic Segmentation of High-Resolution Remote Sensing Images

Sep 03, 2020
Rui Li, Shunyi Zheng, Chenxi Duan, Jianlin Su

* arXiv admin note: substantial text overlap with arXiv:2007.14902 

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Thick Cloud Removal of Remote Sensing Images Using Temporal Smoothness and Sparsity-Regularized Tensor Optimization

Sep 01, 2020
Chenxi Duan, Jun Pan, Rui Li


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Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation

Aug 20, 2020
Rui Li, Jianlin Su, Chenxi Duan, Shunyi Zheng


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Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network

Aug 01, 2020
Rui Li, Shunyi Zheng, Chenxi Duan


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Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound

Jul 30, 2020
Yuhao Huang, Xin Yang, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Haoran Dou, Chaoyu Chen, Yuanji Zhang, Huanjia Luo, Alejandro Frangi, Yi Xiong, Dong Ni

* Early accepted by MICCAI 2020 

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Research on Fitness Function of Tow Evolution Algorithms Using for Neutron Spectrum Unfolding

Jul 30, 2020
Rui Li, Jianbo Yang, Xianguo Tuo, Rui Shi

* 12 pages,5 figures 

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MACU-Net Semantic Segmentation from High-Resolution Remote Sensing Images

Jul 26, 2020
Rui Li, Chenxi Duan, Shunyi Zheng


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Accurate position tracking with a single UWB anchor

May 21, 2020
Yanjun Cao, Chenhao Yang, Rui Li, Alois Knoll, Giovanni Beltrame

* Accepted by ICRA2020 

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LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification

Apr 26, 2020
Rui Li, Chenxi Duan

* The random split among training, test, and validation is not acceptable in cube-based methods, which may lead to test data leakage 

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G-Net: A Deep Learning Approach to G-computation for Counterfactual Outcome Prediction Under Dynamic Treatment Regimes

Mar 23, 2020
Rui Li, Zach Shahn, Jun Li, Mingyu Lu, Prithwish Chakraborty, Daby Sow, Mohamed Ghalwash, Li-wei H. Lehman


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MODMA dataset: a Multi-modal Open Dataset for Mental-disorder Analysis

Mar 05, 2020
Hanshu Cai, Yiwen Gao, Shuting Sun, Na Li, Fuze Tian, Han Xiao, Jianxiu Li, Zhengwu Yang, Xiaowei Li, Qinglin Zhao, Zhenyu Liu, Zhijun Yao, Minqiang Yang, Hong Peng, Jing Zhu, Xiaowei Zhang, Guoping Gao, Fang Zheng, Rui Li, Zhihua Guo, Rong Ma, Jing Yang, Lan Zhang, Xiping Hu, Yumin Li, Bin Hu


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Robust Data Preprocessing for Machine-Learning-Based Disk Failure Prediction in Cloud Production Environments

Dec 20, 2019
Shujie Han, Jun Wu, Erci Xu, Cheng He, Patrick P. C. Lee, Yi Qiang, Qixing Zheng, Tao Huang, Zixi Huang, Rui Li

* 12 pages, 9 figures 

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Validation of image-guided cochlear implant programming techniques

Sep 23, 2019
Yiyuan Zhao, Jianing Wang, Rui Li, Robert F. Labadie, Benoit M. Dawant, Jack H. Noble

* 37 pages, 12 figures, 7 tables 

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A Convolutional Neural Network with Mapping Layers for Hyperspectral Image Classification

Aug 26, 2019
Rui Li, Zhibin Pan, Yang Wang, Ping Wang

* UNDER REVIEW ON IEEE TRANS. GEOSCI. REMOTE SEN 

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Adaptive Noise Injection: A Structure-Expanding Regularization for RNN

Jul 25, 2019
Rui Li, Kai Shuang, Mengyu Gu, Sen Su

* 10 pages, 3 figures 

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Neural Embedding for Physical Manipulations

Jul 13, 2019
Lingzhi Zhang, Andong Cao, Rui Li, Jianbo Shi


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Use of OWL and Semantic Web Technologies at Pinterest

Jul 03, 2019
Rafael S. Gonçalves, Matthew Horridge, Rui Li, Yu Liu, Mark A. Musen, Csongor I. Nyulas, Evelyn Obamos, Dhananjay Shrouty, David Temple


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Imitating Targets from all sides: An Unsupervised Transfer Learning method for Person Re-identification

Apr 10, 2019
Jiajie Tian, Zhu Teng, Rui Li, Yan Li, Baopeng Zhang, Jianping Fan


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Deep Distribution Regression

Mar 14, 2019
Rui Li, Howard D. Bondell, Brian J. Reich

* 19 pages, 4 figures 

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Towards Machine Learning Prediction of Deep Brain Stimulation (DBS) Intra-operative Efficacy Maps

Nov 26, 2018
Camilo Bermudez, William Rodriguez, Yuankai Huo, Allison E. Hainline, Rui Li, Robert Shults, Pierre D. DHaese, Peter E. Konrad, Benoit M. Dawant, Bennett A. Landman

* Accepted to SPIE: Medical Imaging 2019 

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Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets with Multi-stream Inputs

Nov 22, 2018
Chaoyun Zhang, Rui Li, Woojin Kim, Daesub Yoon, Paul Patras


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Fast Rigid 3D Registration Solution: A Simple Method Free of SVD and Eigen-Decomposition

Jul 02, 2018
Jin Wu, Ming Liu, Zebo Zhou, Rui Li


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Fast Symbolic 3D Registration Solution

May 12, 2018
Jin Wu, Ming Liu, Zebo Zhou, Rui Li

* 7 pages, 2 figures, 4 tables 

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